{"id":"W1971987081","doi":"10.1097/01.asw.0000363515.09394.66","title":"When and How to Perform a Biopsy on a Chronic Wound","year":2010,"lang":"en","type":"article","venue":"Advances in Skin & Wound Care","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Biopsy; Competence (human resources); Wound care; Continuing education; Chronic wound; Needle biopsy; Intensive care medicine; Wound healing; Surgery; Dermatology; Pathology; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009767037,0.0002479316,0.0003655649,0.0001597752,0.0001163341,0.00004673786,0.0001388406,0.0001032744,0.0001097508],"category_scores_gemma":[0.0001055936,0.000210999,0.00005291391,0.0002150947,0.0001863809,0.0002069035,0.0001133147,0.0004708435,0.00003087462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003881639,"about_ca_system_score_gemma":0.0001063219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783167,"about_ca_topic_score_gemma":0.003998421,"domain_scores_codex":[0.9986209,0.0000143141,0.000152507,0.0005008341,0.0003080895,0.0004033028],"domain_scores_gemma":[0.9991416,0.0001017217,0.00005505112,0.0004654416,0.00008997187,0.0001461802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006836735,0.0001377346,0.3398937,0.001257548,0.0001011983,0.0003660021,0.0189773,0.00002596287,0.001914236,0.001535411,0.001730365,0.6333769],"study_design_scores_gemma":[0.002941904,0.002097314,0.1376083,0.0006226378,0.00006358866,0.0002605655,0.006981406,0.00001633584,0.002309826,0.0006997598,0.8458281,0.0005701842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627313,0.01829993,0.00002199555,0.002192162,0.0009005661,0.0006965194,0.00001806574,0.00003867973,0.01510079],"genre_scores_gemma":[0.9947601,0.0009551064,0.002210922,0.0004060655,0.0007368597,0.0002014589,0.000009468367,0.0000352385,0.0006848006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8440978,"threshold_uncertainty_score":0.8604291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007296894566742895,"score_gpt":0.2829269689209735,"score_spread":0.2756300743542306,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}